Presentation Information

[19p-C601-11]Accelerated Autonomous Material Searching through Transfer Learning from Nontargeted Properties

〇(P)Jaekyun Hwang1, Yuma Iwasaki1 (1.NIMS)

Keywords:

Transfer Learning,Material Search,Ensemble Neural network

In this presentation, we introduce a novel method for pre-training data of nontargeted material properties (properties that are not optimization targets) for boosting machine learning based autonomous material search using transfer learning.